ResearchBenchmarksAtomic partial charge prediction on ECHO-ChargeFollow1.251MSESWAN0.771044.010777.250510.49023May 12, 2026Evaluation ResultsMethodMethodLinksMSEMAESWAN2026.051.2516.109LGSM2026.051.4115.556A-DGN2026.051.4566.543GPS2026.051.626.182GRIT2026.051.7657.134PH-DGN2026.052.5627.915GCN2026.053.1268.421GCNII2026.053.498.829DREW2026.053.6699.086GIN2026.055.7510.784GRAPHCON2026.0513.2519.629